Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 47511 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.9 MiB |
| Average record size in memory | 152.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 3 |
df_index is highly correlated with track_hash and 2 other fields | High correlation |
track_hash is highly correlated with df_index and 1 other fields | High correlation |
popularity is highly correlated with df_index and 1 other fields | High correlation |
acousticness is highly correlated with energy and 1 other fields | High correlation |
energy is highly correlated with acousticness and 1 other fields | High correlation |
instrumentalness is highly correlated with loudness | High correlation |
loudness is highly correlated with acousticness and 2 other fields | High correlation |
music_genre is highly correlated with df_index and 2 other fields | High correlation |
df_index is highly correlated with track_hash and 2 other fields | High correlation |
track_hash is highly correlated with df_index and 1 other fields | High correlation |
popularity is highly correlated with df_index and 1 other fields | High correlation |
acousticness is highly correlated with energy and 1 other fields | High correlation |
energy is highly correlated with acousticness and 1 other fields | High correlation |
loudness is highly correlated with acousticness and 1 other fields | High correlation |
music_genre is highly correlated with df_index and 2 other fields | High correlation |
df_index is highly correlated with music_genre | High correlation |
acousticness is highly correlated with energy | High correlation |
energy is highly correlated with acousticness and 1 other fields | High correlation |
loudness is highly correlated with energy | High correlation |
music_genre is highly correlated with df_index | High correlation |
valence is highly correlated with energy and 1 other fields | High correlation |
energy is highly correlated with valence and 6 other fields | High correlation |
speechiness is highly correlated with df_index | High correlation |
popularity is highly correlated with df_index and 2 other fields | High correlation |
df_index is highly correlated with energy and 8 other fields | High correlation |
music_genre is highly correlated with energy and 6 other fields | High correlation |
acousticness is highly correlated with energy and 3 other fields | High correlation |
instrumentalness is highly correlated with df_index and 1 other fields | High correlation |
track_hash is highly correlated with energy and 3 other fields | High correlation |
danceability is highly correlated with valence and 4 other fields | High correlation |
loudness is highly correlated with energy and 5 other fields | High correlation |
df_index is uniformly distributed | Uniform |
track_hash is uniformly distributed | Uniform |
df_index has unique values | Unique |
Reproduction
| Analysis started | 2021-09-09 08:19:38.761857 |
|---|---|
| Analysis finished | 2021-09-09 08:20:47.271514 |
| Duration | 1 minute and 8.51 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 47511 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25024.83012 |
| Minimum | 0 |
|---|---|
| Maximum | 49999 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2510.5 |
| Q1 | 12559.5 |
| median | 25044 |
| Q3 | 37498.5 |
| 95-th percentile | 47496.5 |
| Maximum | 49999 |
| Range | 49999 |
| Interquartile range (IQR) | 24939 |
Descriptive statistics
| Standard deviation | 14419.58228 |
|---|---|
| Coefficient of variation (CV) | 0.5762109956 |
| Kurtosis | -1.19704521 |
| Mean | 25024.83012 |
| Median Absolute Deviation (MAD) | 12469 |
| Skewness | -0.00271137893 |
| Sum | 1188954704 |
| Variance | 207924353.1 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 49869 | 1 | < 0.1% |
| 21183 | 1 | < 0.1% |
| 43712 | 1 | < 0.1% |
| 41665 | 1 | < 0.1% |
| 47810 | 1 | < 0.1% |
| 45763 | 1 | < 0.1% |
| 35524 | 1 | < 0.1% |
| 33477 | 1 | < 0.1% |
| 39622 | 1 | < 0.1% |
| Other values (47501) | 47501 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 49999 | 1 | |
| 49998 | 1 | |
| 49997 | 1 | |
| 49996 | 1 | |
| 49995 | 1 | |
| 49994 | 1 | |
| 49993 | 1 | |
| 49992 | 1 | |
| 49991 | 1 | |
| 49990 | 1 |
artist_name
Real number (ℝ)
| Distinct | 6862 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.076783839 × 10-16 |
| Minimum | -1.721086277 |
|---|---|
| Maximum | 1.729506856 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 24057 |
| Negative (%) | 50.6% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -1.721086277 |
|---|---|
| 5-th percentile | -1.552605196 |
| Q1 | -0.8253704382 |
| median | -0.0307432481 |
| Q3 | 0.8423408038 |
| 95-th percentile | 1.588686848 |
| Maximum | 1.729506856 |
| Range | 3.450593134 |
| Interquartile range (IQR) | 1.667711242 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -9.287012749 × 1015 |
| Kurtosis | -1.169007965 |
| Mean | -1.076783839 × 10-16 |
| Median Absolute Deviation (MAD) | 0.838884907 |
| Skewness | 0.0359342833 |
| Sum | -5.115907697 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4430154943 | 429 | 0.9% |
| 1.588686848 | 402 | 0.8% |
| 0.1146031177 | 317 | 0.7% |
| -0.2510259755 | 314 | 0.7% |
| -0.6644332858 | 241 | 0.5% |
| -0.8746574411 | 172 | 0.4% |
| -1.217151819 | 169 | 0.4% |
| 1.637973851 | 167 | 0.4% |
| -0.8022357225 | 147 | 0.3% |
| -0.6583981425 | 124 | 0.3% |
| Other values (6852) | 45029 |
| Value | Count | Frequency (%) |
| -1.721086277 | 22 | < 0.1% |
| -1.720583349 | 1 | < 0.1% |
| -1.72008042 | 3 | < 0.1% |
| -1.719577491 | 1 | < 0.1% |
| -1.719074563 | 92 | |
| -1.718571634 | 2 | < 0.1% |
| -1.718068706 | 1 | < 0.1% |
| -1.717565777 | 5 | < 0.1% |
| -1.717062848 | 7 | < 0.1% |
| -1.71655992 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.729506856 | 10 | |
| 1.729003928 | 1 | < 0.1% |
| 1.728500999 | 1 | < 0.1% |
| 1.727998071 | 2 | < 0.1% |
| 1.727495142 | 1 | < 0.1% |
| 1.726992213 | 1 | < 0.1% |
| 1.726489285 | 1 | < 0.1% |
| 1.725986356 | 4 | < 0.1% |
| 1.725483428 | 8 | |
| 1.724980499 | 4 | < 0.1% |
| Distinct | 41248 |
|---|---|
| Distinct (%) | 86.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.148569428 × 10-16 |
| Minimum | -1.729783538 |
|---|---|
| Maximum | 1.730940765 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23776 |
| Negative (%) | 50.0% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -1.729783538 |
|---|---|
| 5-th percentile | -1.558161079 |
| Q1 | -0.8675600235 |
| median | -0.001309191481 |
| Q3 | 0.8651094454 |
| 95-th percentile | 1.558563184 |
| Maximum | 1.730940765 |
| Range | 3.460724303 |
| Interquartile range (IQR) | 1.732669469 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | 8.706574452 × 1015 |
| Kurtosis | -1.201360223 |
| Mean | 1.148569428 × 10-16 |
| Median Absolute Deviation (MAD) | 0.8663766857 |
| Skewness | -0.0007803480472 |
| Sum | 5.456968211 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9304275017 | 6 | < 0.1% |
| -0.7147317131 | 6 | < 0.1% |
| 1.654841244 | 5 | < 0.1% |
| -0.5814107221 | 5 | < 0.1% |
| 0.8706889582 | 5 | < 0.1% |
| 0.9585348221 | 5 | < 0.1% |
| 0.6128567333 | 5 | < 0.1% |
| 0.3938713421 | 5 | < 0.1% |
| 0.8727865195 | 5 | < 0.1% |
| 1.132212891 | 5 | < 0.1% |
| Other values (41238) | 47459 |
| Value | Count | Frequency (%) |
| -1.729783538 | 1 | |
| -1.729699635 | 1 | |
| -1.729615733 | 1 | |
| -1.729531831 | 1 | |
| -1.729447928 | 1 | |
| -1.729364026 | 1 | |
| -1.729280123 | 1 | |
| -1.729196221 | 1 | |
| -1.729112318 | 1 | |
| -1.729028416 | 1 |
| Value | Count | Frequency (%) |
| 1.730940765 | 1 | |
| 1.730856863 | 2 | |
| 1.73077296 | 1 | |
| 1.730689058 | 1 | |
| 1.730605155 | 1 | |
| 1.730521253 | 1 | |
| 1.73043735 | 2 | |
| 1.730353448 | 1 | |
| 1.730269546 | 1 | |
| 1.730185643 | 1 |
track_name
Real number (ℝ)
| Distinct | 39917 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.459640315 × 10-16 |
| Minimum | -1.731675933 |
|---|---|
| Maximum | 1.757221333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23840 |
| Negative (%) | 50.2% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -1.731675933 |
|---|---|
| 5-th percentile | -1.551925526 |
| Q1 | -0.8615056571 |
| median | -0.006106992519 |
| Q3 | 0.8603922321 |
| 95-th percentile | 1.564884465 |
| Maximum | 1.757221333 |
| Range | 3.488897266 |
| Interquartile range (IQR) | 1.721897889 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | 6.851074979 × 1015 |
| Kurtosis | -1.193975662 |
| Mean | 1.459640315 × 10-16 |
| Median Absolute Deviation (MAD) | 0.8611237566 |
| Skewness | 0.01351652697 |
| Sum | 6.934897101 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5097402736 | 16 | < 0.1% |
| -0.7607702603 | 14 | < 0.1% |
| 1.414415063 | 13 | < 0.1% |
| -0.7985296455 | 12 | < 0.1% |
| 1.547446971 | 12 | < 0.1% |
| -0.9530634256 | 12 | < 0.1% |
| -0.9216846773 | 12 | < 0.1% |
| 0.9638372144 | 11 | < 0.1% |
| 0.8004754299 | 11 | < 0.1% |
| -0.4531011958 | 10 | < 0.1% |
| Other values (39907) | 47388 |
| Value | Count | Frequency (%) |
| -1.731675933 | 1 | |
| -1.731588527 | 1 | |
| -1.731501121 | 1 | |
| -1.731413715 | 1 | |
| -1.731326309 | 1 | |
| -1.731238903 | 1 | |
| -1.731151497 | 1 | |
| -1.731064091 | 1 | |
| -1.730976685 | 1 | |
| -1.730889279 | 1 |
| Value | Count | Frequency (%) |
| 1.757221333 | 1 | |
| 1.757133927 | 1 | |
| 1.757046521 | 1 | |
| 1.756959115 | 1 | |
| 1.756871709 | 1 | |
| 1.756784303 | 1 | |
| 1.756696897 | 1 | |
| 1.756609491 | 1 | |
| 1.756522085 | 1 | |
| 1.756434679 | 1 |
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.105710618 × 10-16 |
| Minimum | -2.844925579 |
|---|---|
| Maximum | 3.525124643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23373 |
| Negative (%) | 49.2% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -2.844925579 |
|---|---|
| 5-th percentile | -1.68673463 |
| Q1 | -0.6572315635 |
| median | 0.05055179453 |
| Q3 | 0.7583351526 |
| 95-th percentile | 1.530462452 |
| Maximum | 3.525124643 |
| Range | 6.370050223 |
| Interquartile range (IQR) | 1.415566716 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | 4.74904061 × 1015 |
| Kurtosis | 0.01552711195 |
| Mean | 2.105710618 × 10-16 |
| Median Absolute Deviation (MAD) | 0.7077833581 |
| Skewness | -0.3064619664 |
| Sum | 1.000444172 × 10-11 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.500959386 | 1247 | 2.6% |
| 0.6296472693 | 1231 | 2.6% |
| 0.5653033277 | 1213 | 2.6% |
| 0.3722715027 | 1202 | 2.5% |
| 0.693991211 | 1194 | 2.5% |
| 0.7583351526 | 1171 | 2.5% |
| 0.4366154444 | 1166 | 2.5% |
| -0.399855797 | 1156 | 2.4% |
| -0.5285436803 | 1150 | 2.4% |
| -0.4641997386 | 1134 | 2.4% |
| Other values (89) | 35647 |
| Value | Count | Frequency (%) |
| -2.844925579 | 658 | |
| -2.780581638 | 30 | 0.1% |
| -2.716237696 | 50 | 0.1% |
| -2.651893754 | 40 | 0.1% |
| -2.587549813 | 41 | 0.1% |
| -2.523205871 | 27 | 0.1% |
| -2.45886193 | 13 | < 0.1% |
| -2.394517988 | 21 | < 0.1% |
| -2.330174046 | 43 | 0.1% |
| -2.265830105 | 56 | 0.1% |
| Value | Count | Frequency (%) |
| 3.525124643 | 1 | < 0.1% |
| 3.39643676 | 1 | < 0.1% |
| 3.332092818 | 2 | < 0.1% |
| 3.267748877 | 2 | < 0.1% |
| 3.203404935 | 1 | < 0.1% |
| 3.139060993 | 2 | < 0.1% |
| 3.074717052 | 1 | < 0.1% |
| 3.01037311 | 2 | < 0.1% |
| 2.946029168 | 6 | |
| 2.881685227 | 7 |
| Distinct | 4162 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.571411902 × 10-18 |
| Minimum | -0.8971117969 |
|---|---|
| Maximum | 2.02371963 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 30054 |
| Negative (%) | 63.3% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -0.8971117969 |
|---|---|
| 5-th percentile | -0.8959593001 |
| Q1 | -0.8384605634 |
| median | -0.4748229159 |
| Q3 | 0.7187296852 |
| 95-th percentile | 1.97093352 |
| Maximum | 2.02371963 |
| Range | 2.920831427 |
| Interquartile range (IQR) | 1.557190249 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -1.044788934 × 1017 |
| Kurtosis | -0.7156543301 |
| Mean | -9.571411902 × 10-18 |
| Median Absolute Deviation (MAD) | 0.4138431034 |
| Skewness | 0.884777621 |
| Sum | -4.547473509 × 10-13 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.020787068 | 260 | 0.5% |
| 2.017854507 | 229 | 0.5% |
| 2.011989383 | 208 | 0.4% |
| 2.014921945 | 189 | 0.4% |
| 2.009056821 | 151 | 0.3% |
| 2.00612426 | 144 | 0.3% |
| 2.003191698 | 126 | 0.3% |
| 1.991461451 | 112 | 0.2% |
| 1.982663766 | 110 | 0.2% |
| 1.997326575 | 107 | 0.2% |
| Other values (4152) | 45875 |
| Value | Count | Frequency (%) |
| -0.8971117969 | 1 | < 0.1% |
| -0.8971088057 | 1 | < 0.1% |
| -0.8971080725 | 1 | < 0.1% |
| -0.8971077793 | 1 | < 0.1% |
| -0.8971077499 | 1 | < 0.1% |
| -0.8971077206 | 3 | |
| -0.8971075153 | 1 | < 0.1% |
| -0.8971072514 | 1 | < 0.1% |
| -0.8971071928 | 1 | < 0.1% |
| -0.8971071048 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.02371963 | 79 | 0.2% |
| 2.020787068 | 260 | |
| 2.017854507 | 229 | |
| 2.014921945 | 189 | |
| 2.011989383 | 208 | |
| 2.009056821 | 151 | |
| 2.00612426 | 144 | |
| 2.003191698 | 126 | |
| 2.000259136 | 98 | 0.2% |
| 1.997326575 | 107 |
| Distinct | 1083 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.785705951 × 10-17 |
| Minimum | -2.791973762 |
|---|---|
| Maximum | 2.393419475 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 22735 |
| Negative (%) | 47.9% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -2.791973762 |
|---|---|
| 5-th percentile | -1.821391738 |
| Q1 | -0.6515437385 |
| median | 0.05372347638 |
| Q3 | 0.7198091793 |
| 95-th percentile | 1.559413007 |
| Maximum | 2.393419475 |
| Range | 5.185393237 |
| Interquartile range (IQR) | 1.371352918 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -2.089577868 × 1016 |
| Kurtosis | -0.2989001137 |
| Mean | -4.785705951 × 10-17 |
| Median Absolute Deviation (MAD) | 0.6828777795 |
| Skewness | -0.3014020766 |
| Sum | -2.273736754 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1645735187 | 133 | 0.3% |
| 0.5518884139 | 133 | 0.3% |
| -0.3324942841 | 129 | 0.3% |
| -0.06382105943 | 128 | 0.3% |
| 0.288812548 | 127 | 0.3% |
| 0.1712680122 | 126 | 0.3% |
| 0.3503834953 | 122 | 0.3% |
| 0.3895650073 | 121 | 0.3% |
| -0.0246395475 | 121 | 0.3% |
| -0.2989101311 | 120 | 0.3% |
| Other values (1073) | 46251 |
| Value | Count | Frequency (%) |
| -2.791973762 | 1 | |
| -2.789734818 | 1 | |
| -2.788615347 | 1 | |
| -2.786376403 | 2 | |
| -2.785816667 | 2 | |
| -2.78413746 | 1 | |
| -2.782458252 | 1 | |
| -2.781898516 | 1 | |
| -2.780779044 | 1 | |
| -2.780219308 | 1 |
| Value | Count | Frequency (%) |
| 2.393419475 | 1 | < 0.1% |
| 2.359835322 | 2 | |
| 2.354237963 | 1 | < 0.1% |
| 2.348640604 | 2 | |
| 2.343043245 | 2 | |
| 2.337445886 | 1 | < 0.1% |
| 2.326251169 | 1 | < 0.1% |
| 2.32065381 | 1 | < 0.1% |
| 2.315056451 | 2 | |
| 2.309459092 | 4 |
duration_ms
Real number (ℝ)
| Distinct | 25167 |
|---|---|
| Distinct (%) | 53.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.823566511 × 10-16 |
| Minimum | -2.181305949 |
|---|---|
| Maximum | 43.5020136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 30852 |
| Negative (%) | 64.9% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -2.181305949 |
|---|---|
| 5-th percentile | -1.061328166 |
| Q1 | -0.4794776609 |
| median | -0.08958336416 |
| Q3 | 0.2194820228 |
| 95-th percentile | 1.479334284 |
| Maximum | 43.5020136 |
| Range | 45.68331954 |
| Interquartile range (IQR) | 0.6989596836 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -3.541657404 × 1015 |
| Kurtosis | 215.2874484 |
| Mean | -2.823566511 × 10-16 |
| Median Absolute Deviation (MAD) | 0.3593207699 |
| Skewness | 7.934599935 |
| Sum | -1.341504685 × 10-11 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2.761231158 × 10-16 | 4696 | 9.9% |
| -0.05144354173 | 33 | 0.1% |
| -0.5068444066 | 28 | 0.1% |
| -0.6206946228 | 27 | 0.1% |
| -0.3550441183 | 19 | < 0.1% |
| -0.2791439742 | 19 | < 0.1% |
| -0.5637695147 | 18 | < 0.1% |
| -0.5675645219 | 17 | < 0.1% |
| -0.4309442624 | 16 | < 0.1% |
| -0.2601689381 | 16 | < 0.1% |
| Other values (25157) | 42622 |
| Value | Count | Frequency (%) |
| -2.181305949 | 1 | |
| -2.173649522 | 1 | |
| -2.141610174 | 1 | |
| -2.137786704 | 1 | |
| -2.112606831 | 1 | |
| -2.100747434 | 1 | |
| -2.078992555 | 1 | |
| -2.074969847 | 1 | |
| -2.053812682 | 1 | |
| -2.052930343 | 1 |
| Value | Count | Frequency (%) |
| 43.5020136 | 1 | |
| 40.34635125 | 1 | |
| 38.24017918 | 1 | |
| 27.98834671 | 1 | |
| 19.43591847 | 1 | |
| 16.82963085 | 1 | |
| 16.03736618 | 1 | |
| 15.43838121 | 1 | |
| 14.54453368 | 1 | |
| 13.01602811 | 1 |
| Distinct | 2065 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.627140023 × 10-16 |
| Minimum | -2.268510014 |
|---|---|
| Maximum | 1.510167443 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 21013 |
| Negative (%) | 44.2% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -2.268510014 |
|---|---|
| 5-th percentile | -1.994033808 |
| Q1 | -0.6286180238 |
| median | 0.1625433258 |
| Q3 | 0.8174280793 |
| 95-th percentile | 1.336036237 |
| Maximum | 1.510167443 |
| Range | 3.778677457 |
| Interquartile range (IQR) | 1.446046103 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -6.14581726 × 1015 |
| Kurtosis | -0.587293987 |
| Mean | -1.627140023 × 10-16 |
| Median Absolute Deviation (MAD) | 0.7078812075 |
| Skewness | -0.5716370046 |
| Sum | -7.730704965 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4540238231 | 96 | 0.2% |
| 0.8704245334 | 95 | 0.2% |
| 0.2836780779 | 94 | 0.2% |
| 0.9802029025 | 94 | 0.2% |
| 0.7757880083 | 93 | 0.2% |
| 0.8477117674 | 89 | 0.2% |
| 0.431311057 | 88 | 0.2% |
| 1.142977726 | 88 | 0.2% |
| 0.9688465195 | 87 | 0.2% |
| 0.9385628314 | 86 | 0.2% |
| Other values (2055) | 46601 |
| Value | Count | Frequency (%) |
| -2.268510014 | 1 | |
| -2.268385094 | 1 | |
| -2.268101184 | 1 | |
| -2.267938409 | 1 | |
| -2.267900555 | 1 | |
| -2.267684783 | 1 | |
| -2.26757122 | 1 | |
| -2.26749551 | 2 | |
| -2.267419801 | 1 | |
| -2.267344092 | 1 |
| Value | Count | Frequency (%) |
| 1.510167443 | 5 | < 0.1% |
| 1.506381982 | 16 | < 0.1% |
| 1.502596521 | 17 | < 0.1% |
| 1.49881106 | 29 | |
| 1.495025599 | 43 | |
| 1.491240138 | 35 | |
| 1.487454677 | 28 | |
| 1.483669216 | 36 | |
| 1.479883755 | 49 | |
| 1.476098294 | 42 |
| Distinct | 5101 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.571411902 × 10-18 |
| Minimum | -0.5585759203 |
|---|---|
| Maximum | 2.501600129 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 35912 |
| Negative (%) | 75.6% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -0.5585759203 |
|---|---|
| 5-th percentile | -0.5585759203 |
| Q1 | -0.5585759203 |
| median | -0.5580873982 |
| Q3 | -0.08080747074 |
| 95-th percentile | 2.231223129 |
| Maximum | 2.501600129 |
| Range | 3.06017605 |
| Interquartile range (IQR) | 0.4777684495 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | 1.044788934 × 1017 |
| Kurtosis | 0.4513913283 |
| Mean | 9.571411902 × 10-18 |
| Median Absolute Deviation (MAD) | 0.0004885220802 |
| Skewness | 1.485120446 |
| Sum | 4.547473509 × 10-13 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5585759203 | 14248 | |
| 2.20049847 | 67 | 0.1% |
| 2.212788334 | 66 | 0.1% |
| 2.197426004 | 62 | 0.1% |
| 2.243512993 | 62 | 0.1% |
| 2.178991209 | 61 | 0.1% |
| 2.206643402 | 59 | 0.1% |
| 2.277310118 | 59 | 0.1% |
| 2.311107243 | 58 | 0.1% |
| 2.258875322 | 57 | 0.1% |
| Other values (5091) | 32712 |
| Value | Count | Frequency (%) |
| -0.5585759203 | 14248 | |
| -0.5585728478 | 3 | < 0.1% |
| -0.5585728171 | 25 | 0.1% |
| -0.5585727864 | 16 | < 0.1% |
| -0.5585727556 | 19 | < 0.1% |
| -0.5585727249 | 18 | < 0.1% |
| -0.5585726942 | 18 | < 0.1% |
| -0.5585726635 | 16 | < 0.1% |
| -0.5585726327 | 18 | < 0.1% |
| -0.558572602 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.501600129 | 1 | < 0.1% |
| 2.495455198 | 1 | < 0.1% |
| 2.492382732 | 2 | < 0.1% |
| 2.489310266 | 2 | < 0.1% |
| 2.480092868 | 1 | < 0.1% |
| 2.477020402 | 3 | |
| 2.473947936 | 3 | |
| 2.47087547 | 3 | |
| 2.467803004 | 5 | |
| 2.464730539 | 5 |
key
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.101775088 × 10-17 |
| Minimum | -1.548514114 |
|---|---|
| Maximum | 1.632191426 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 26742 |
| Negative (%) | 56.3% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -1.548514114 |
|---|---|
| 5-th percentile | -1.548514114 |
| Q1 | -0.6810489666 |
| median | -0.1027388685 |
| Q3 | 0.7647262786 |
| 95-th percentile | 1.632191426 |
| Maximum | 1.632191426 |
| Range | 3.18070554 |
| Interquartile range (IQR) | 1.445775245 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -1.638884603 × 1016 |
| Kurtosis | -1.227188854 |
| Mean | -6.101775088 × 10-17 |
| Median Absolute Deviation (MAD) | 0.8674651471 |
| Skewness | 0.08268596361 |
| Sum | -2.899014362 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.343036377 | 5429 | |
| -0.6810489666 | 5223 | |
| -0.3918939176 | 5136 | |
| -0.1027388685 | 4993 | |
| -1.548514114 | 4591 | |
| 0.7647262786 | 4139 | |
| -0.9702040157 | 3607 | |
| 0.4755712296 | 3568 | |
| -1.259359065 | 3192 | |
| 1.632191426 | 3164 | |
| Other values (2) | 4469 |
| Value | Count | Frequency (%) |
| -1.548514114 | 4591 | |
| -1.259359065 | 3192 | |
| -0.9702040157 | 3607 | |
| -0.6810489666 | 5223 | |
| -0.3918939176 | 5136 | |
| -0.1027388685 | 4993 | |
| 0.1864161805 | 1517 | 3.2% |
| 0.4755712296 | 3568 | |
| 0.7647262786 | 4139 | |
| 1.053881328 | 2952 |
| Value | Count | Frequency (%) |
| 1.632191426 | 3164 | |
| 1.343036377 | 5429 | |
| 1.053881328 | 2952 | |
| 0.7647262786 | 4139 | |
| 0.4755712296 | 3568 | |
| 0.1864161805 | 1517 | 3.2% |
| -0.1027388685 | 4993 | |
| -0.3918939176 | 5136 | |
| -0.6810489666 | 5223 | |
| -0.9702040157 | 3607 |
liveness
Real number (ℝ)
| Distinct | 1639 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.024991249 × 10-17 |
| Minimum | -1.14012787 |
|---|---|
| Maximum | 4.988339897 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 32363 |
| Negative (%) | 68.1% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -1.14012787 |
|---|---|
| 5-th percentile | -0.8144371826 |
| Q1 | -0.6003217012 |
| median | -0.4202419177 |
| Q3 | 0.3099785104 |
| 95-th percentile | 2.206695131 |
| Maximum | 4.988339897 |
| Range | 6.128467767 |
| Interquartile range (IQR) | 0.9103002116 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -1.99007416 × 1016 |
| Kurtosis | 5.708006136 |
| Mean | -5.024991249 × 10-17 |
| Median Absolute Deviation (MAD) | 0.2741420759 |
| Skewness | 2.248357453 |
| Sum | -2.387423592 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5192548571 | 598 | 1.3% |
| -0.5316314745 | 580 | 1.2% |
| -0.5130665484 | 579 | 1.2% |
| -0.5378197832 | 520 | 1.1% |
| -0.5254431658 | 516 | 1.1% |
| -0.5068782397 | 497 | 1.0% |
| -0.5563847093 | 485 | 1.0% |
| -0.5501964006 | 467 | 1.0% |
| -0.5440080919 | 461 | 1.0% |
| -0.5625730181 | 459 | 1.0% |
| Other values (1629) | 42349 |
| Value | Count | Frequency (%) |
| -1.14012787 | 1 | |
| -1.115807817 | 1 | |
| -1.102812369 | 1 | |
| -1.095386398 | 1 | |
| -1.092911075 | 1 | |
| -1.083628612 | 2 | |
| -1.081772119 | 1 | |
| -1.079915626 | 1 | |
| -1.078677965 | 1 | |
| -1.073727318 | 1 |
| Value | Count | Frequency (%) |
| 4.988339897 | 2 | |
| 4.963586662 | 1 | < 0.1% |
| 4.945021736 | 1 | < 0.1% |
| 4.938833427 | 1 | < 0.1% |
| 4.932645118 | 2 | |
| 4.92645681 | 3 | |
| 4.920268501 | 2 | |
| 4.914080192 | 3 | |
| 4.907891883 | 2 | |
| 4.901703575 | 2 |
| Distinct | 16864 |
|---|---|
| Distinct (%) | 35.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.339997666 × 10-16 |
| Minimum | -6.163531779 |
|---|---|
| Maximum | 2.091670296 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 16511 |
| Negative (%) | 34.8% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -6.163531779 |
|---|---|
| 5-th percentile | -2.241132407 |
| Q1 | -0.2798920875 |
| median | 0.3005238725 |
| Q3 | 0.6418494161 |
| 95-th percentile | 0.9848003194 |
| Maximum | 2.091670296 |
| Range | 8.255202075 |
| Interquartile range (IQR) | 0.9217415036 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | 7.462778102 × 1015 |
| Kurtosis | 4.020996997 |
| Mean | 1.339997666 × 10-16 |
| Median Absolute Deviation (MAD) | 0.4130039077 |
| Skewness | -1.873985086 |
| Sum | 6.366462912 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5984523113 | 18 | < 0.1% |
| 0.6488384629 | 17 | < 0.1% |
| 0.5108454217 | 16 | < 0.1% |
| 0.5750471311 | 16 | < 0.1% |
| 0.5719589476 | 16 | < 0.1% |
| 0.3346564269 | 16 | < 0.1% |
| 0.6683427797 | 16 | < 0.1% |
| 0.4086102946 | 15 | < 0.1% |
| 0.4251889639 | 14 | < 0.1% |
| 0.4993053676 | 14 | < 0.1% |
| Other values (16854) | 47353 |
| Value | Count | Frequency (%) |
| -6.163531779 | 1 | |
| -6.153617084 | 1 | |
| -6.075924889 | 1 | |
| -6.013348539 | 1 | |
| -5.73443681 | 1 | |
| -5.68600109 | 1 | |
| -5.675923859 | 1 | |
| -5.572063372 | 1 | |
| -5.527853588 | 1 | |
| -5.509974631 | 1 |
| Value | Count | Frequency (%) |
| 2.091670296 | 1 | |
| 1.799918225 | 1 | |
| 1.79081621 | 1 | |
| 1.74481853 | 1 | |
| 1.74075513 | 1 | |
| 1.701258889 | 1 | |
| 1.696707882 | 1 | |
| 1.690368979 | 1 | |
| 1.649409913 | 1 | |
| 1.647622018 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 371.3 KiB |
| -0.747331373879606 | |
|---|---|
| 1.3380944985739334 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Characters and Unicode
| Total characters | 855198 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.747331373879606 |
|---|---|
| 2nd row | 1.3380944985739334 |
| 3rd row | -0.747331373879606 |
| 4th row | -0.747331373879606 |
| 5th row | 1.3380944985739334 |
Common Values
| Value | Count | Frequency (%) |
| -0.747331373879606 | 30485 | |
| 1.3380944985739334 | 17026 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.747331373879606 | 30485 | |
| 1.3380944985739334 | 17026 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 207070 | |
| 7 | 138966 | |
| 4 | 81563 | 9.5% |
| 9 | 81563 | 9.5% |
| 0 | 77996 | 9.1% |
| 8 | 64537 | 7.5% |
| 6 | 60970 | 7.1% |
| . | 47511 | 5.6% |
| 1 | 47511 | 5.6% |
| - | 30485 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 777202 | |
| Other Punctuation | 47511 | 5.6% |
| Dash Punctuation | 30485 | 3.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 207070 | |
| 7 | 138966 | |
| 4 | 81563 | 10.5% |
| 9 | 81563 | 10.5% |
| 0 | 77996 | 10.0% |
| 8 | 64537 | 8.3% |
| 6 | 60970 | 7.8% |
| 1 | 47511 | 6.1% |
| 5 | 17026 | 2.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 30485 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 47511 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 855198 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 207070 | |
| 7 | 138966 | |
| 4 | 81563 | 9.5% |
| 9 | 81563 | 9.5% |
| 0 | 77996 | 9.1% |
| 8 | 64537 | 7.5% |
| 6 | 60970 | 7.1% |
| . | 47511 | 5.6% |
| 1 | 47511 | 5.6% |
| - | 30485 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 855198 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 207070 | |
| 7 | 138966 | |
| 4 | 81563 | 9.5% |
| 9 | 81563 | 9.5% |
| 0 | 77996 | 9.1% |
| 8 | 64537 | 7.5% |
| 6 | 60970 | 7.1% |
| . | 47511 | 5.6% |
| 1 | 47511 | 5.6% |
| - | 30485 | 3.6% |
| Distinct | 1332 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.244283547 × 10-16 |
| Minimum | -0.7043794893 |
|---|---|
| Maximum | 8.391631955 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 35106 |
| Negative (%) | 73.9% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -0.7043794893 |
|---|---|
| 5-th percentile | -0.647016364 |
| Q1 | -0.5678948118 |
| median | -0.4413003283 |
| Q3 | 0.05024231471 |
| 95-th percentile | 2.25971166 |
| Maximum | 8.391631955 |
| Range | 9.096011444 |
| Interquartile range (IQR) | 0.6181371265 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -8.036837956 × 1015 |
| Kurtosis | 7.393061602 |
| Mean | -1.244283547 × 10-16 |
| Median Absolute Deviation (MAD) | 0.1691223178 |
| Skewness | 2.46969695 |
| Sum | -5.911715562 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5965763745 | 163 | 0.3% |
| -0.5916312775 | 149 | 0.3% |
| -0.6133897043 | 144 | 0.3% |
| -0.565916773 | 143 | 0.3% |
| -0.5995434327 | 141 | 0.3% |
| -0.5926202969 | 141 | 0.3% |
| -0.57086187 | 140 | 0.3% |
| -0.5936093163 | 140 | 0.3% |
| -0.5787740252 | 139 | 0.3% |
| -0.5669057924 | 138 | 0.3% |
| Other values (1322) | 46073 |
| Value | Count | Frequency (%) |
| -0.7043794893 | 1 | < 0.1% |
| -0.7033904699 | 3 | < 0.1% |
| -0.7024014505 | 1 | < 0.1% |
| -0.7014124311 | 2 | < 0.1% |
| -0.7004234117 | 1 | < 0.1% |
| -0.6994343923 | 6 | |
| -0.6984453729 | 3 | < 0.1% |
| -0.6974563535 | 2 | < 0.1% |
| -0.6964673341 | 8 | |
| -0.6954783147 | 4 |
| Value | Count | Frequency (%) |
| 8.391631955 | 1 | < 0.1% |
| 8.381741761 | 1 | < 0.1% |
| 8.361961373 | 1 | < 0.1% |
| 8.292730014 | 1 | < 0.1% |
| 8.243279044 | 1 | < 0.1% |
| 8.193828074 | 3 | |
| 8.174047686 | 1 | < 0.1% |
| 8.154267298 | 2 | |
| 8.015804582 | 1 | < 0.1% |
| 7.867451671 | 1 | < 0.1% |
tempo
Real number (ℝ)
| Distinct | 28373 |
|---|---|
| Distinct (%) | 59.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.896414819 × 10-17 |
| Minimum | -2.94172616 |
|---|---|
| Maximum | 3.446892983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 26234 |
| Negative (%) | 55.2% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -2.94172616 |
|---|---|
| 5-th percentile | -1.490852744 |
| Q1 | -0.8016148555 |
| median | -7.812680192 × 10-15 |
| Q3 | 0.6731563094 |
| 95-th percentile | 1.829783319 |
| Maximum | 3.446892983 |
| Range | 6.388619143 |
| Interquartile range (IQR) | 1.474771165 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -1.266410829 × 1016 |
| Kurtosis | -0.2943275346 |
| Mean | -7.896414819 × 10-17 |
| Median Absolute Deviation (MAD) | 0.7052662254 |
| Skewness | 0.3404009686 |
| Sum | -3.751665645 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -7.812680192 × 10-15 | 4720 | 9.9% |
| 0.001356390206 | 16 | < 0.1% |
| 0.6888075312 | 16 | < 0.1% |
| -0.6857511454 | 16 | < 0.1% |
| 0.3455114673 | 15 | < 0.1% |
| 0.002009240293 | 14 | < 0.1% |
| -0.8574507182 | 14 | < 0.1% |
| -0.685785506 | 14 | < 0.1% |
| 0.6889449733 | 13 | < 0.1% |
| 0.0008409822435 | 13 | < 0.1% |
| Other values (28363) | 42660 |
| Value | Count | Frequency (%) |
| -2.94172616 | 1 | |
| -2.937534175 | 1 | |
| -2.927363458 | 1 | |
| -2.92423665 | 1 | |
| -2.900356081 | 1 | |
| -2.846650571 | 1 | |
| -2.821945349 | 1 | |
| -2.811499748 | 1 | |
| -2.741610428 | 1 | |
| -2.603378012 | 1 |
| Value | Count | Frequency (%) |
| 3.446892983 | 1 | |
| 3.438818258 | 1 | |
| 3.414422281 | 1 | |
| 3.369719231 | 1 | |
| 3.366180096 | 1 | |
| 3.352813849 | 1 | |
| 3.300963808 | 1 | |
| 3.297149789 | 1 | |
| 3.277942253 | 1 | |
| 3.223961859 | 2 |
obtained_date
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 371.3 KiB |
| 0.23344849246835683 | |
|---|---|
| -2.6207386731683058 | 3863 |
| 3.0876356581050195 | 746 |
| -5.474925838804968 | 383 |
| -8.32911300444163 | 1 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.97619499 |
| Min length | 17 |
Characters and Unicode
| Total characters | 901578 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.23344849246835683 |
|---|---|
| 2nd row | 0.23344849246835683 |
| 3rd row | 0.23344849246835683 |
| 4th row | 0.23344849246835683 |
| 5th row | 0.23344849246835683 |
Common Values
| Value | Count | Frequency (%) |
| 0.23344849246835683 | 42518 | |
| -2.6207386731683058 | 3863 | 8.1% |
| 3.0876356581050195 | 746 | 1.6% |
| -5.474925838804968 | 383 | 0.8% |
| -8.32911300444163 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.23344849246835683 | 42518 | |
| 2.6207386731683058 | 3863 | 8.1% |
| 3.0876356581050195 | 746 | 1.6% |
| 5.474925838804968 | 383 | 0.8% |
| 8.32911300444163 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 183539 | |
| 4 | 171224 | |
| 8 | 142168 | |
| 6 | 98501 | |
| 2 | 93146 | |
| 0 | 52867 | 5.9% |
| 5 | 50131 | 5.6% |
| . | 47511 | 5.3% |
| 9 | 44031 | 4.9% |
| 7 | 8855 | 1.0% |
| Other values (2) | 9605 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 849820 | |
| Other Punctuation | 47511 | 5.3% |
| Dash Punctuation | 4247 | 0.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 183539 | |
| 4 | 171224 | |
| 8 | 142168 | |
| 6 | 98501 | |
| 2 | 93146 | |
| 0 | 52867 | 6.2% |
| 5 | 50131 | 5.9% |
| 9 | 44031 | 5.2% |
| 7 | 8855 | 1.0% |
| 1 | 5358 | 0.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 47511 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4247 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 901578 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 183539 | |
| 4 | 171224 | |
| 8 | 142168 | |
| 6 | 98501 | |
| 2 | 93146 | |
| 0 | 52867 | 5.9% |
| 5 | 50131 | 5.6% |
| . | 47511 | 5.3% |
| 9 | 44031 | 4.9% |
| 7 | 8855 | 1.0% |
| Other values (2) | 9605 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 901578 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 183539 | |
| 4 | 171224 | |
| 8 | 142168 | |
| 6 | 98501 | |
| 2 | 93146 | |
| 0 | 52867 | 5.9% |
| 5 | 50131 | 5.6% |
| . | 47511 | 5.3% |
| 9 | 44031 | 4.9% |
| 7 | 8855 | 1.0% |
| Other values (2) | 9605 | 1.1% |
| Distinct | 1612 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.770711202 × 10-16 |
| Minimum | -1.846442493 |
|---|---|
| Maximum | 2.167710127 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 24267 |
| Negative (%) | 51.1% |
| Memory size | 371.3 KiB |
Quantile statistics
| Minimum | -1.846442493 |
|---|---|
| 5-th percentile | -1.576134635 |
| Q1 | -0.8064856149 |
| median | -0.03359937442 |
| Q3 | 0.7757055894 |
| 95-th percentile | 1.702359773 |
| Maximum | 2.167710127 |
| Range | 4.014152621 |
| Interquartile range (IQR) | 1.582191204 |
Descriptive statistics
| Standard deviation | 1.000010524 |
|---|---|
| Coefficient of variation (CV) | -5.647507753 × 1015 |
| Kurtosis | -0.9321729154 |
| Mean | -1.770711202 × 10-16 |
| Median Absolute Deviation (MAD) | 0.7890723397 |
| Skewness | 0.1328855542 |
| Sum | -8.412825991 × 10-12 |
| Variance | 1.000021048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4787171045 | 95 | 0.2% |
| -0.535368452 | 92 | 0.2% |
| -0.5029962534 | 89 | 0.2% |
| -0.4261122819 | 88 | 0.2% |
| -0.3977866081 | 83 | 0.2% |
| -0.3411352607 | 81 | 0.2% |
| 2.042267858 | 81 | 0.2% |
| -0.3492283103 | 79 | 0.2% |
| -0.4422983812 | 79 | 0.2% |
| 0.2010990651 | 78 | 0.2% |
| Other values (1602) | 46666 |
| Value | Count | Frequency (%) |
| -1.846442493 | 2 | |
| -1.768344564 | 1 | |
| -1.763488735 | 1 | |
| -1.751753813 | 1 | |
| -1.748921245 | 1 | |
| -1.746897983 | 1 | |
| -1.74649333 | 1 | |
| -1.74487472 | 1 | |
| -1.744470068 | 1 | |
| -1.741637501 | 1 |
| Value | Count | Frequency (%) |
| 2.167710127 | 1 | < 0.1% |
| 2.159617078 | 1 | < 0.1% |
| 2.155570553 | 1 | < 0.1% |
| 2.147477503 | 1 | < 0.1% |
| 2.143430978 | 1 | < 0.1% |
| 2.139384453 | 3 | |
| 2.135337929 | 1 | < 0.1% |
| 2.131291404 | 1 | < 0.1% |
| 2.127244879 | 2 | |
| 2.123198354 | 1 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 371.3 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 4.0 | |
| 1.0 | |
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 142533 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 9556 | |
| 3.0 | 9525 | |
| 4.0 | 9495 | |
| 1.0 | 9479 | |
| 0.0 | 9456 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 9556 | |
| 3.0 | 9525 | |
| 4.0 | 9495 | |
| 1.0 | 9479 | |
| 0.0 | 9456 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 56967 | |
| . | 47511 | |
| 2 | 9556 | 6.7% |
| 3 | 9525 | 6.7% |
| 4 | 9495 | 6.7% |
| 1 | 9479 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 95022 | |
| Other Punctuation | 47511 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 56967 | |
| 2 | 9556 | 10.1% |
| 3 | 9525 | 10.0% |
| 4 | 9495 | 10.0% |
| 1 | 9479 | 10.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 47511 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 142533 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 56967 | |
| . | 47511 | |
| 2 | 9556 | 6.7% |
| 3 | 9525 | 6.7% |
| 4 | 9495 | 6.7% |
| 1 | 9479 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 142533 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 56967 | |
| . | 47511 | |
| 2 | 9556 | 6.7% |
| 3 | 9525 | 6.7% |
| 4 | 9495 | 6.7% |
| 1 | 9479 | 6.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | artist_name | track_hash | track_name | popularity | acousticness | danceability | duration_ms | energy | instrumentalness | key | liveness | loudness | mode | speechiness | tempo | obtained_date | valence | music_genre | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | -1.489739 | -1.258420 | 0.570248 | 0.307928 | -0.896807 | -0.147781 | 1.532307e-01 | 1.336036 | -0.535072 | 1.632191 | -0.463560 | 0.562044 | -0.747331 | -0.535257 | 7.578378e-01 | 0.233448 | 0.116122 | 0.0 |
| 1 | 1 | -1.475657 | -1.274109 | -0.331432 | 0.372272 | 0.363890 | -0.354884 | 1.549090e-02 | -0.253857 | -0.556511 | -0.681049 | -0.544008 | 0.540102 | 1.338094 | -0.633170 | -1.383029e+00 | 0.233448 | -0.130716 | 0.0 |
| 2 | 2 | 1.081735 | -1.272096 | -0.854732 | 0.243584 | -0.890777 | -0.472428 | -1.069141e+00 | 1.491240 | -0.171445 | 1.632191 | 0.743160 | 1.176918 | -0.747331 | 0.093759 | 1.768622e+00 | 0.233448 | 1.580964 | 0.0 |
| 3 | 3 | -0.308863 | -1.542429 | 1.216615 | 0.243584 | -0.577463 | -1.200085 | 3.227442e-01 | 0.253394 | -0.558576 | 1.053881 | -0.562573 | 0.555868 | -0.747331 | -0.544158 | -1.466148e+00 | 0.233448 | -1.004765 | 0.0 |
| 4 | 4 | 1.364381 | -1.267649 | -0.294896 | 0.372272 | -0.888167 | -1.328824 | 3.698013e-02 | 0.832570 | -0.558576 | -0.681049 | 0.904056 | 0.758388 | 1.338094 | -0.507565 | -7.812680e-15 | 0.233448 | -1.045231 | 0.0 |
| 5 | 5 | -0.882201 | -1.175104 | -0.176461 | -0.142480 | -0.046669 | -0.774686 | -2.761231e-16 | 0.847712 | -0.558576 | -1.259359 | -0.475937 | 0.881102 | 1.338094 | 0.726732 | -1.382583e+00 | 0.233448 | 0.006866 | 0.0 |
| 6 | 6 | 0.584338 | -1.419512 | -1.510189 | -0.206824 | -0.895748 | -1.614289 | -1.039380e-01 | 0.628155 | -0.558556 | -1.548514 | -0.659111 | 0.637623 | -0.747331 | -0.535257 | 1.648085e+00 | 0.233448 | -1.081649 | 0.0 |
| 7 | 7 | -1.593342 | -1.437551 | -0.289914 | 0.179240 | -0.166904 | 0.417552 | -9.769319e-01 | -0.564265 | -0.551540 | 0.186416 | -0.513067 | 0.644450 | 1.338094 | -0.328552 | 1.203391e+00 | 0.233448 | -1.320394 | 0.0 |
| 8 | 9 | 1.387012 | -1.164365 | -0.841446 | -0.142480 | -0.559867 | -0.640349 | -4.083165e-01 | 1.082410 | -0.556462 | -0.681049 | -0.185086 | 0.555868 | -0.747331 | -0.593609 | -7.812680e-15 | 0.233448 | 1.131800 | 0.0 |
| 9 | 10 | -0.710703 | -1.540080 | 1.260231 | 0.565303 | -0.084792 | -0.147781 | 1.098330e+00 | -0.238716 | -0.558550 | -0.681049 | -0.018002 | 0.363425 | -0.747331 | -0.637126 | 6.884639e-01 | 0.233448 | -1.223278 | 0.0 |
Last rows
| df_index | artist_name | track_hash | track_name | popularity | acousticness | danceability | duration_ms | energy | instrumentalness | key | liveness | loudness | mode | speechiness | tempo | obtained_date | valence | music_genre | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 47501 | 49990 | 1.672676 | 1.026328 | 0.151748 | 0.887023 | -0.852537 | 0.098502 | -0.394892 | 1.267898 | -0.558561 | -1.548514 | 0.959751 | 0.839006 | -0.747331 | -0.416575 | -0.486529 | 0.233448 | 1.135846 | 4.0 |
| 47502 | 49991 | 1.263795 | 1.257395 | -1.280574 | 1.980870 | 0.135150 | -0.035834 | -0.787931 | 0.060336 | -0.558576 | -0.391894 | -0.889935 | -0.107279 | 1.338094 | -0.582730 | -0.258341 | 0.233448 | 0.852590 | 4.0 |
| 47503 | 49992 | 0.700515 | 1.126675 | -1.080064 | 2.109558 | -0.847258 | -0.030237 | 0.356520 | 1.002916 | -0.558544 | -1.548514 | 0.452310 | 0.710927 | 1.338094 | -0.520422 | -0.817764 | 0.233448 | 1.127753 | 4.0 |
| 47504 | 49993 | 1.164215 | 1.087325 | -0.400308 | 0.436615 | 0.363890 | 0.216047 | -0.991343 | 0.488093 | -0.557713 | -1.548514 | -0.166521 | 0.938640 | -0.747331 | -0.601521 | 0.004311 | 0.233448 | 1.034683 | 4.0 |
| 47505 | 49994 | 1.354322 | 1.118872 | 1.414590 | 0.436615 | -0.658401 | -1.754223 | -0.098245 | 0.435097 | -0.558576 | 1.343036 | 0.910244 | 0.476713 | -0.747331 | -0.557016 | -1.543905 | 0.233448 | -0.361368 | 4.0 |
| 47506 | 49995 | 1.159186 | 1.649304 | -1.069226 | 1.530462 | -0.545204 | 0.596667 | -0.725057 | 0.688722 | -0.558563 | 1.053881 | -0.426430 | 0.111657 | 1.338094 | -0.621302 | 0.601051 | 0.233448 | 1.111567 | 4.0 |
| 47507 | 49996 | 1.159186 | 1.558521 | -0.448556 | 1.208743 | -0.632008 | 0.031334 | -1.006391 | 0.859068 | -0.558564 | 1.343036 | -0.414054 | 0.330918 | -0.747331 | -0.645038 | -1.034717 | 0.233448 | 1.843988 | 4.0 |
| 47508 | 49997 | 1.052062 | 1.060308 | 0.833078 | 0.565303 | 0.020780 | 0.176865 | -0.272190 | 0.946134 | -0.558576 | 0.475571 | -0.482125 | 0.764889 | -0.747331 | -0.349322 | -0.608028 | 0.233448 | -0.167135 | 4.0 |
| 47509 | 49998 | 1.514253 | 1.542748 | -1.326374 | 1.080055 | -0.860455 | 0.277618 | -0.569187 | 1.131621 | -0.558576 | -0.102739 | 0.105764 | 0.965459 | -0.747331 | -0.537235 | -0.512952 | 0.233448 | 0.791892 | 4.0 |
| 47510 | 49999 | 0.139750 | 1.569848 | -1.565605 | 1.273087 | -0.562800 | -0.024640 | -0.186669 | 0.631940 | -0.558576 | -0.681049 | 0.229530 | 0.663467 | -0.747331 | -0.433388 | 0.099146 | 0.233448 | 0.164680 | 4.0 |